MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST (set s2)
22.98FID
4
MNIST (set s1)
18.87FID
4
ERAN MNIST 6x500 ELU (100 images)
64Certified Count
4
Mixed-identifiability MNIST (test)
99.8Accuracy
4
MNIST Forget Set (class 7)
89.55Accuracy (Forget Set)
4
MNIST Retain Set (classes 1-6 and 8-9)
93.51Accuracy
4
MNIST
57Hit Rate (Initial)
4
MNIST to FashionMNIST (test)
11.668FID-All
4
MNIST
3Computation Time
4
MNIST
87.5Best Accuracy
4
MNIST
4.869Time Latency (h)
4
MNIST (test)
99.16Clean Accuracy
4
MNIST (pooled train and val)
68.04Triplet Accuracy
4
MNIST
0.84SPSC vs LinUCB Ratio
4
MNIST-75sp (test)
91Jaccard Index
4
MNIST
0.8Relative FID
4
MNIST (test)
95.3Accuracy
4
MNIST 10-class
12.9Certified Rate
4
MNIST
98.48Training Accuracy
4
MNIST
1.77Verification Time (s)
4
MNIST
0.56Error Rate
4
MNIST
72.5MIA Accuracy (SGD)
4
MNIST
0.098Average Running Time (seconds)
4
MNIST
2,342Peak GPU Memory Utilization (MiB)
4
MNIST
819.95FID
4